Period
to 22 May 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 22 May 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Management
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 114 106 105
Rank change year-on-year -8 -1 -4
Contract jobs citing Data Management 34 29 46
As % of all contract IT jobs advertised in Leeds 1.34% 1.38% 1.57%
As % of the Processes & Methodologies category 1.51% 1.57% 1.79%
Number of daily rates quoted 25 22 25
Leeds median daily rate £350 £425 £438
Median daily rate % change year-on-year -17.65% -2.86% +2.94%
10th Percentile £246 £210 £358
90th Percentile £535 £587 £564
West Yorkshire median daily rate £378 £425 £430
% change year-on-year -11.06% -1.16% +7.50%
Number of hourly rates quoted 0 1 0
Leeds median hourly rate - £14.00 -
West Yorkshire median hourly rate - £14.00 -

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 2,245 1,853 2,570
As % of all contract IT jobs advertised in Leeds 88.74% 88.03% 87.65%
Number of daily rates quoted 1,551 1,240 1,802
Leeds median daily rate £403 £400 £400
Median daily rate % change year-on-year +0.63% - +8.84%
10th Percentile £300 £288 £288
90th Percentile £538 £550 £575
West Yorkshire median daily rate £400 £400 £400
Number of hourly rates quoted 44 16 35
Leeds median hourly rate £32.25 £13.75 £13.00
Median hourly rate % change year-on-year +134.55% +5.77% -25.71%
10th Percentile £12.65 £10.92 £10.20
90th Percentile £44.05 £34.75 £19.90
West Yorkshire median hourly rate £17.50 £13.50 £15.26
% change year-on-year +29.63% -11.50% -12.83%

Data Management
Job Vacancy Trend in Leeds

Job postings citing Data Management as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Management in Leeds

Data Management
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Management in Leeds.

Contractor daily rate trend for Data Management in Leeds

Data Management
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Management in Leeds over the 6 months to 22 May 2018.

Contractor daily rate histogram for Data Management in Leeds

Data Management
Contractor Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Management in Leeds.

Contractor hourly rate trend for Data Management in Leeds

For the 6 months to 22 May 2018, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Leeds region with a requirement for Data Management.

1 15 (44.12%) Business Intelligence
2 14 (41.18%) Microsoft
2 14 (41.18%) SQL
2 14 (41.18%) Agile Software Development
3 13 (38.24%) ETL
4 12 (35.29%) SQL Server
4 12 (35.29%) Finance
4 12 (35.29%) SQL Server Integration Services
5 11 (32.35%) SAS
6 10 (29.41%) Data Analysis
6 10 (29.41%) Analytical Skills
6 10 (29.41%) Power BI
7 9 (26.47%) Data Governance
7 9 (26.47%) Management Information System
8 8 (23.53%) Microsoft Excel
9 7 (20.59%) Dashboard Development
10 6 (17.65%) Data Warehouse
11 5 (14.71%) Migration
11 5 (14.71%) Data Modelling
11 5 (14.71%) Java
11 5 (14.71%) Data Quality
11 5 (14.71%) Metadata Management
12 4 (11.76%) Analytics
12 4 (11.76%) Big Data
12 4 (11.76%) Oracle
12 4 (11.76%) SQL Server Analysis Services
12 4 (11.76%) Security Cleared
12 4 (11.76%) Open Source
13 3 (8.82%) Data Architecture
13 3 (8.82%) Data Migration

Data Management
Co-occurring IT Skills in Leeds by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 11 (32.35%) SAS
2 2 (5.88%) Confluence
2 2 (5.88%) SharePoint
2 2 (5.88%) SharePoint 2013
3 1 (2.94%) NetWeaver
Applications
1 8 (23.53%) Microsoft Excel
2 2 (5.88%) Microsoft Office
2 2 (5.88%) Spreadsheet
Business Applications
1 1 (2.94%) SAP MDM
1 1 (2.94%) SAP R/3
1 1 (2.94%) SAP S/4HANA
Cloud Services
1 2 (5.88%) Cloud Computing
1 2 (5.88%) SuccessFactors
2 1 (2.94%) Amazon AWS
2 1 (2.94%) Amazon S3
Database & Business Intelligence
1 12 (35.29%) SQL Server
1 12 (35.29%) SQL Server Integration Services
2 10 (29.41%) Power BI
3 6 (17.65%) Data Warehouse
4 4 (11.76%) Big Data
4 4 (11.76%) SQL Server Analysis Services
5 3 (8.82%) OLAP
6 2 (5.88%) Enterprise Data Warehouse
6 2 (5.88%) Hadoop
6 2 (5.88%) Microsoft Analysis Services
6 2 (5.88%) PostgreSQL
6 2 (5.88%) Relational Database
6 2 (5.88%) Semantic Layer
6 2 (5.88%) SQL Server 2012
6 2 (5.88%) SQL Server Reporting Services
6 2 (5.88%) SSDT
7 1 (2.94%) Amazon Aurora
7 1 (2.94%) Apache Hive
7 1 (2.94%) Pentaho
7 1 (2.94%) SAS EBI
Development Applications
1 2 (5.88%) Jenkins
1 2 (5.88%) JIRA
1 2 (5.88%) Selenium
1 2 (5.88%) SQL Server Management Studio (SSMS)
1 2 (5.88%) Visual Studio
2 1 (2.94%) Moq
2 1 (2.94%) NUnit
General
1 12 (35.29%) Finance
2 3 (8.82%) Banking
2 3 (8.82%) Retail
3 2 (5.88%) Marketing
4 1 (2.94%) Retail Banking
Job Titles
1 14 (41.18%) Analyst
2 6 (17.65%) Architect
2 6 (17.65%) Data Analyst
3 5 (14.71%) Developer
4 4 (11.76%) Business Intelligence Analyst
4 4 (11.76%) Data Manager
5 3 (8.82%) Business Intelligence Developer
6 2 (5.88%) Business Architect
6 2 (5.88%) Business Intelligence Architect
6 2 (5.88%) Consultant
6 2 (5.88%) Data Architect
6 2 (5.88%) Data Consultant
6 2 (5.88%) Data Quality Manager
6 2 (5.88%) Governance Analyst
6 2 (5.88%) Migration Consultant
6 2 (5.88%) Quality Manager
6 2 (5.88%) Solutions Architect
6 2 (5.88%) Systems Analyst
6 2 (5.88%) Test Automation Engineer
6 2 (5.88%) Test Engineer
Libraries, Frameworks & Software Standards
1 2 (5.88%) .NET
2 1 (2.94%) AngularJS
2 1 (2.94%) ASP.NET
2 1 (2.94%) ASP.NET Web API
2 1 (2.94%) JSON
2 1 (2.94%) RESTful
2 1 (2.94%) SAP Basis
2 1 (2.94%) Twitter Bootstrap
Miscellaneous
1 10 (29.41%) Analytical Skills
2 9 (26.47%) Management Information System
3 3 (8.82%) Data Structures
4 2 (5.88%) Credit Risk
4 2 (5.88%) NHS
5 1 (2.94%) Enterprise Software
5 1 (2.94%) Market Risk
5 1 (2.94%) Mobile App
Operating Systems
1 2 (5.88%) Unix
Processes & Methodologies
1 15 (44.12%) Business Intelligence
2 14 (41.18%) Agile Software Development
3 13 (38.24%) ETL
4 10 (29.41%) Data Analysis
5 9 (26.47%) Data Governance
6 7 (20.59%) Dashboard Development
7 5 (14.71%) Data Modelling
7 5 (14.71%) Metadata Management
7 5 (14.71%) Migration
8 4 (11.76%) Analytics
8 4 (11.76%) Open Source
9 3 (8.82%) Business Analysis
9 3 (8.82%) Data Architecture
9 3 (8.82%) Data Cleansing
9 3 (8.82%) Data Migration
9 3 (8.82%) Data Strategy
9 3 (8.82%) People Management
10 2 (5.88%) Data Integration
10 2 (5.88%) Data Mapping
10 2 (5.88%) Matrix Management
Programming Languages
1 14 (41.18%) SQL
2 5 (14.71%) Java
3 2 (5.88%) C#
3 2 (5.88%) JavaScript
3 2 (5.88%) T-SQL
4 1 (2.94%) Objective-C
4 1 (2.94%) Python
Qualifications
1 4 (11.76%) Security Cleared
2 3 (8.82%) Degree
3 2 (5.88%) MCSE
3 2 (5.88%) Microsoft Certification
4 1 (2.94%) BPSS Clearance
4 1 (2.94%) SC Cleared
Quality Assurance & Compliance
1 5 (14.71%) Data Quality
2 3 (8.82%) QA
3 2 (5.88%) GDPR
4 1 (2.94%) PMO
Systems Management
1 1 (2.94%) Systems Management Server (SMS)
Vendors
1 14 (41.18%) Microsoft
2 4 (11.76%) Oracle
3 3 (8.82%) SAP
4 2 (5.88%) Atlassian
4 2 (5.88%) Tableau
5 1 (2.94%) Cloudera
5 1 (2.94%) Hortonworks